{
    "description": "An agent that can post AI responses to Workplace channels like Slack and Teams",
    "usecases": ["Agent"],
    "nodes": [
        {
            "id": "startAgentflow_0",
            "type": "agentFlow",
            "position": {
                "x": -192.5,
                "y": 68
            },
            "data": {
                "id": "startAgentflow_0",
                "label": "Start",
                "version": 1.1,
                "name": "startAgentflow",
                "type": "Start",
                "color": "#7EE787",
                "hideInput": true,
                "baseClasses": ["Start"],
                "category": "Agent Flows",
                "description": "Starting point of the agentflow",
                "inputParams": [
                    {
                        "label": "Input Type",
                        "name": "startInputType",
                        "type": "options",
                        "options": [
                            {
                                "label": "Chat Input",
                                "name": "chatInput",
                                "description": "Start the conversation with chat input"
                            },
                            {
                                "label": "Form Input",
                                "name": "formInput",
                                "description": "Start the workflow with form inputs"
                            }
                        ],
                        "default": "chatInput",
                        "id": "startAgentflow_0-input-startInputType-options",
                        "display": true
                    },
                    {
                        "label": "Form Title",
                        "name": "formTitle",
                        "type": "string",
                        "placeholder": "Please Fill Out The Form",
                        "show": {
                            "startInputType": "formInput"
                        },
                        "id": "startAgentflow_0-input-formTitle-string",
                        "display": false
                    },
                    {
                        "label": "Form Description",
                        "name": "formDescription",
                        "type": "string",
                        "placeholder": "Complete all fields below to continue",
                        "show": {
                            "startInputType": "formInput"
                        },
                        "id": "startAgentflow_0-input-formDescription-string",
                        "display": false
                    },
                    {
                        "label": "Form Input Types",
                        "name": "formInputTypes",
                        "description": "Specify the type of form input",
                        "type": "array",
                        "show": {
                            "startInputType": "formInput"
                        },
                        "array": [
                            {
                                "label": "Type",
                                "name": "type",
                                "type": "options",
                                "options": [
                                    {
                                        "label": "String",
                                        "name": "string"
                                    },
                                    {
                                        "label": "Number",
                                        "name": "number"
                                    },
                                    {
                                        "label": "Boolean",
                                        "name": "boolean"
                                    },
                                    {
                                        "label": "Options",
                                        "name": "options"
                                    }
                                ],
                                "default": "string"
                            },
                            {
                                "label": "Label",
                                "name": "label",
                                "type": "string",
                                "placeholder": "Label for the input"
                            },
                            {
                                "label": "Variable Name",
                                "name": "name",
                                "type": "string",
                                "placeholder": "Variable name for the input (must be camel case)",
                                "description": "Variable name must be camel case. For example: firstName, lastName, etc."
                            },
                            {
                                "label": "Add Options",
                                "name": "addOptions",
                                "type": "array",
                                "show": {
                                    "formInputTypes[$index].type": "options"
                                },
                                "array": [
                                    {
                                        "label": "Option",
                                        "name": "option",
                                        "type": "string"
                                    }
                                ]
                            }
                        ],
                        "id": "startAgentflow_0-input-formInputTypes-array",
                        "display": false
                    },
                    {
                        "label": "Ephemeral Memory",
                        "name": "startEphemeralMemory",
                        "type": "boolean",
                        "description": "Start fresh for every execution without past chat history",
                        "optional": true
                    },
                    {
                        "label": "Flow State",
                        "name": "startState",
                        "description": "Runtime state during the execution of the workflow",
                        "type": "array",
                        "optional": true,
                        "array": [
                            {
                                "label": "Key",
                                "name": "key",
                                "type": "string",
                                "placeholder": "Foo"
                            },
                            {
                                "label": "Value",
                                "name": "value",
                                "type": "string",
                                "placeholder": "Bar"
                            }
                        ],
                        "id": "startAgentflow_0-input-startState-array",
                        "display": true
                    },
                    {
                        "label": "Persist State",
                        "name": "startPersistState",
                        "type": "boolean",
                        "description": "Persist the state in the same session",
                        "optional": true,
                        "id": "startAgentflow_0-input-startPersistState-boolean",
                        "display": true
                    }
                ],
                "inputAnchors": [],
                "inputs": {
                    "startInputType": "chatInput",
                    "formTitle": "",
                    "formDescription": "",
                    "formInputTypes": "",
                    "startState": ""
                },
                "outputAnchors": [
                    {
                        "id": "startAgentflow_0-output-startAgentflow",
                        "label": "Start",
                        "name": "startAgentflow"
                    }
                ],
                "outputs": {},
                "selected": false
            },
            "width": 103,
            "height": 66,
            "selected": false,
            "positionAbsolute": {
                "x": -192.5,
                "y": 68
            },
            "dragging": false
        },
        {
            "id": "llmAgentflow_0",
            "position": {
                "x": -31.25,
                "y": 64.5
            },
            "data": {
                "id": "llmAgentflow_0",
                "label": "General Agent",
                "version": 1,
                "name": "llmAgentflow",
                "type": "LLM",
                "color": "#64B5F6",
                "baseClasses": ["LLM"],
                "category": "Agent Flows",
                "description": "Large language models to analyze user-provided inputs and generate responses",
                "inputParams": [
                    {
                        "label": "Model",
                        "name": "llmModel",
                        "type": "asyncOptions",
                        "loadMethod": "listModels",
                        "loadConfig": true,
                        "id": "llmAgentflow_0-input-llmModel-asyncOptions",
                        "display": true
                    },
                    {
                        "label": "Messages",
                        "name": "llmMessages",
                        "type": "array",
                        "optional": true,
                        "acceptVariable": true,
                        "array": [
                            {
                                "label": "Role",
                                "name": "role",
                                "type": "options",
                                "options": [
                                    {
                                        "label": "System",
                                        "name": "system"
                                    },
                                    {
                                        "label": "Assistant",
                                        "name": "assistant"
                                    },
                                    {
                                        "label": "Developer",
                                        "name": "developer"
                                    },
                                    {
                                        "label": "User",
                                        "name": "user"
                                    }
                                ]
                            },
                            {
                                "label": "Content",
                                "name": "content",
                                "type": "string",
                                "acceptVariable": true,
                                "generateInstruction": true,
                                "rows": 4
                            }
                        ],
                        "id": "llmAgentflow_0-input-llmMessages-array",
                        "display": true
                    },
                    {
                        "label": "Enable Memory",
                        "name": "llmEnableMemory",
                        "type": "boolean",
                        "description": "Enable memory for the conversation thread",
                        "default": true,
                        "optional": true,
                        "id": "llmAgentflow_0-input-llmEnableMemory-boolean",
                        "display": true
                    },
                    {
                        "label": "Memory Type",
                        "name": "llmMemoryType",
                        "type": "options",
                        "options": [
                            {
                                "label": "All Messages",
                                "name": "allMessages",
                                "description": "Retrieve all messages from the conversation"
                            },
                            {
                                "label": "Window Size",
                                "name": "windowSize",
                                "description": "Uses a fixed window size to surface the last N messages"
                            },
                            {
                                "label": "Conversation Summary",
                                "name": "conversationSummary",
                                "description": "Summarizes the whole conversation"
                            },
                            {
                                "label": "Conversation Summary Buffer",
                                "name": "conversationSummaryBuffer",
                                "description": "Summarize conversations once token limit is reached. Default to 2000"
                            }
                        ],
                        "optional": true,
                        "default": "allMessages",
                        "show": {
                            "llmEnableMemory": true
                        },
                        "id": "llmAgentflow_0-input-llmMemoryType-options",
                        "display": true
                    },
                    {
                        "label": "Window Size",
                        "name": "llmMemoryWindowSize",
                        "type": "number",
                        "default": "20",
                        "description": "Uses a fixed window size to surface the last N messages",
                        "show": {
                            "llmMemoryType": "windowSize"
                        },
                        "id": "llmAgentflow_0-input-llmMemoryWindowSize-number",
                        "display": false
                    },
                    {
                        "label": "Max Token Limit",
                        "name": "llmMemoryMaxTokenLimit",
                        "type": "number",
                        "default": "2000",
                        "description": "Summarize conversations once token limit is reached. Default to 2000",
                        "show": {
                            "llmMemoryType": "conversationSummaryBuffer"
                        },
                        "id": "llmAgentflow_0-input-llmMemoryMaxTokenLimit-number",
                        "display": false
                    },
                    {
                        "label": "Input Message",
                        "name": "llmUserMessage",
                        "type": "string",
                        "description": "Add an input message as user message at the end of the conversation",
                        "rows": 4,
                        "optional": true,
                        "acceptVariable": true,
                        "show": {
                            "llmEnableMemory": true
                        },
                        "id": "llmAgentflow_0-input-llmUserMessage-string",
                        "display": true
                    },
                    {
                        "label": "Return Response As",
                        "name": "llmReturnResponseAs",
                        "type": "options",
                        "options": [
                            {
                                "label": "User Message",
                                "name": "userMessage"
                            },
                            {
                                "label": "Assistant Message",
                                "name": "assistantMessage"
                            }
                        ],
                        "default": "userMessage",
                        "id": "llmAgentflow_0-input-llmReturnResponseAs-options",
                        "display": true
                    },
                    {
                        "label": "JSON Structured Output",
                        "name": "llmStructuredOutput",
                        "description": "Instruct the LLM to give output in a JSON structured schema",
                        "type": "array",
                        "optional": true,
                        "acceptVariable": true,
                        "array": [
                            {
                                "label": "Key",
                                "name": "key",
                                "type": "string"
                            },
                            {
                                "label": "Type",
                                "name": "type",
                                "type": "options",
                                "options": [
                                    {
                                        "label": "String",
                                        "name": "string"
                                    },
                                    {
                                        "label": "String Array",
                                        "name": "stringArray"
                                    },
                                    {
                                        "label": "Number",
                                        "name": "number"
                                    },
                                    {
                                        "label": "Boolean",
                                        "name": "boolean"
                                    },
                                    {
                                        "label": "Enum",
                                        "name": "enum"
                                    },
                                    {
                                        "label": "JSON Array",
                                        "name": "jsonArray"
                                    }
                                ]
                            },
                            {
                                "label": "Enum Values",
                                "name": "enumValues",
                                "type": "string",
                                "placeholder": "value1, value2, value3",
                                "description": "Enum values. Separated by comma",
                                "optional": true,
                                "show": {
                                    "llmStructuredOutput[$index].type": "enum"
                                }
                            },
                            {
                                "label": "JSON Schema",
                                "name": "jsonSchema",
                                "type": "code",
                                "placeholder": "{\n    \"answer\": {\n        \"type\": \"string\",\n        \"description\": \"Value of the answer\"\n    },\n    \"reason\": {\n        \"type\": \"string\",\n        \"description\": \"Reason for the answer\"\n    },\n    \"optional\": {\n        \"type\": \"boolean\"\n    },\n    \"count\": {\n        \"type\": \"number\"\n    },\n    \"children\": {\n        \"type\": \"array\",\n        \"items\": {\n            \"type\": \"object\",\n            \"properties\": {\n                \"value\": {\n                    \"type\": \"string\",\n                    \"description\": \"Value of the children's answer\"\n                }\n            }\n        }\n    }\n}",
                                "description": "JSON schema for the structured output",
                                "optional": true,
                                "show": {
                                    "llmStructuredOutput[$index].type": "jsonArray"
                                }
                            },
                            {
                                "label": "Description",
                                "name": "description",
                                "type": "string",
                                "placeholder": "Description of the key"
                            }
                        ],
                        "id": "llmAgentflow_0-input-llmStructuredOutput-array",
                        "display": true
                    },
                    {
                        "label": "Update Flow State",
                        "name": "llmUpdateState",
                        "description": "Update runtime state during the execution of the workflow",
                        "type": "array",
                        "optional": true,
                        "acceptVariable": true,
                        "array": [
                            {
                                "label": "Key",
                                "name": "key",
                                "type": "asyncOptions",
                                "loadMethod": "listRuntimeStateKeys",
                                "freeSolo": true
                            },
                            {
                                "label": "Value",
                                "name": "value",
                                "type": "string",
                                "acceptVariable": true,
                                "acceptNodeOutputAsVariable": true
                            }
                        ],
                        "id": "llmAgentflow_0-input-llmUpdateState-array",
                        "display": true
                    }
                ],
                "inputAnchors": [],
                "inputs": {
                    "llmModel": "chatOpenAI",
                    "llmMessages": "",
                    "llmEnableMemory": true,
                    "llmMemoryType": "allMessages",
                    "llmUserMessage": "",
                    "llmReturnResponseAs": "userMessage",
                    "llmStructuredOutput": "",
                    "llmUpdateState": "",
                    "llmModelConfig": {
                        "credential": "",
                        "modelName": "gpt-4o-mini",
                        "temperature": 0.9,
                        "streaming": true,
                        "maxTokens": "",
                        "topP": "",
                        "frequencyPenalty": "",
                        "presencePenalty": "",
                        "timeout": "",
                        "strictToolCalling": "",
                        "stopSequence": "",
                        "basepath": "",
                        "proxyUrl": "",
                        "baseOptions": "",
                        "allowImageUploads": "",
                        "imageResolution": "low",
                        "reasoningEffort": "",
                        "llmModel": "chatOpenAI"
                    }
                },
                "outputAnchors": [
                    {
                        "id": "llmAgentflow_0-output-llmAgentflow",
                        "label": "LLM",
                        "name": "llmAgentflow"
                    }
                ],
                "outputs": {},
                "selected": false
            },
            "type": "agentFlow",
            "width": 175,
            "height": 72,
            "selected": false,
            "positionAbsolute": {
                "x": -31.25,
                "y": 64.5
            },
            "dragging": false
        },
        {
            "id": "toolAgentflow_0",
            "position": {
                "x": 181.67112630208328,
                "y": 28.357731119791666
            },
            "data": {
                "id": "toolAgentflow_0",
                "label": "Post to Slack",
                "version": 1.1,
                "name": "toolAgentflow",
                "type": "Tool",
                "color": "#d4a373",
                "baseClasses": ["Tool"],
                "category": "Agent Flows",
                "description": "Tools allow LLM to interact with external systems",
                "inputParams": [
                    {
                        "label": "Tool",
                        "name": "toolAgentflowSelectedTool",
                        "type": "asyncOptions",
                        "loadMethod": "listTools",
                        "loadConfig": true,
                        "id": "toolAgentflow_0-input-toolAgentflowSelectedTool-asyncOptions",
                        "display": true
                    },
                    {
                        "label": "Tool Input Arguments",
                        "name": "toolInputArgs",
                        "type": "array",
                        "acceptVariable": true,
                        "refresh": true,
                        "array": [
                            {
                                "label": "Input Argument Name",
                                "name": "inputArgName",
                                "type": "asyncOptions",
                                "loadMethod": "listToolInputArgs",
                                "refresh": true
                            },
                            {
                                "label": "Input Argument Value",
                                "name": "inputArgValue",
                                "type": "string",
                                "acceptVariable": true
                            }
                        ],
                        "show": {
                            "toolAgentflowSelectedTool": ".+"
                        },
                        "id": "toolAgentflow_0-input-toolInputArgs-array",
                        "display": true
                    },
                    {
                        "label": "Update Flow State",
                        "name": "toolUpdateState",
                        "description": "Update runtime state during the execution of the workflow",
                        "type": "array",
                        "optional": true,
                        "acceptVariable": true,
                        "array": [
                            {
                                "label": "Key",
                                "name": "key",
                                "type": "asyncOptions",
                                "loadMethod": "listRuntimeStateKeys",
                                "freeSolo": true
                            },
                            {
                                "label": "Value",
                                "name": "value",
                                "type": "string",
                                "acceptVariable": true,
                                "acceptNodeOutputAsVariable": true
                            }
                        ],
                        "id": "toolAgentflow_0-input-toolUpdateState-array",
                        "display": true
                    }
                ],
                "inputAnchors": [],
                "inputs": {
                    "toolAgentflowSelectedTool": "slackMCP",
                    "toolInputArgs": [
                        {
                            "inputArgName": "channel_id",
                            "inputArgValue": "<p>ABCDEFG</p>"
                        },
                        {
                            "inputArgName": "text",
                            "inputArgValue": "<p><span class=\"variable\" data-type=\"mention\" data-id=\"llmAgentflow_0\" data-label=\"llmAgentflow_0\">{{ llmAgentflow_0 }}</span> </p>"
                        }
                    ],
                    "toolUpdateState": "",
                    "toolAgentflowSelectedToolConfig": {
                        "mcpActions": "[\"slack_post_message\"]",
                        "toolAgentflowSelectedTool": "slackMCP"
                    }
                },
                "outputAnchors": [
                    {
                        "id": "toolAgentflow_0-output-toolAgentflow",
                        "label": "Tool",
                        "name": "toolAgentflow"
                    }
                ],
                "outputs": {},
                "selected": false
            },
            "type": "agentFlow",
            "width": 156,
            "height": 68,
            "selected": false,
            "positionAbsolute": {
                "x": 181.67112630208328,
                "y": 28.357731119791666
            },
            "dragging": false
        },
        {
            "id": "directReplyAgentflow_0",
            "position": {
                "x": 373.22324218750003,
                "y": 66.96056315104161
            },
            "data": {
                "id": "directReplyAgentflow_0",
                "label": "Direct Reply To Chat",
                "version": 1,
                "name": "directReplyAgentflow",
                "type": "DirectReply",
                "color": "#4DDBBB",
                "hideOutput": true,
                "baseClasses": ["DirectReply"],
                "category": "Agent Flows",
                "description": "Directly reply to the user with a message",
                "inputParams": [
                    {
                        "label": "Message",
                        "name": "directReplyMessage",
                        "type": "string",
                        "rows": 4,
                        "acceptVariable": true,
                        "id": "directReplyAgentflow_0-input-directReplyMessage-string",
                        "display": true
                    }
                ],
                "inputAnchors": [],
                "inputs": {
                    "directReplyMessage": "<p><span class=\"variable\" data-type=\"mention\" data-id=\"llmAgentflow_0\" data-label=\"llmAgentflow_0\">{{ llmAgentflow_0 }}</span> </p>"
                },
                "outputAnchors": [],
                "outputs": {},
                "selected": false
            },
            "type": "agentFlow",
            "width": 204,
            "height": 66,
            "selected": false,
            "positionAbsolute": {
                "x": 373.22324218750003,
                "y": 66.96056315104161
            },
            "dragging": false
        },
        {
            "id": "toolAgentflow_1",
            "position": {
                "x": 177.461181640625,
                "y": 108.73382161458332
            },
            "data": {
                "id": "toolAgentflow_1",
                "label": "Post to Teams",
                "version": 1.1,
                "name": "toolAgentflow",
                "type": "Tool",
                "color": "#d4a373",
                "baseClasses": ["Tool"],
                "category": "Agent Flows",
                "description": "Tools allow LLM to interact with external systems",
                "inputParams": [
                    {
                        "label": "Tool",
                        "name": "toolAgentflowSelectedTool",
                        "type": "asyncOptions",
                        "loadMethod": "listTools",
                        "loadConfig": true,
                        "id": "toolAgentflow_1-input-toolAgentflowSelectedTool-asyncOptions",
                        "display": true
                    },
                    {
                        "label": "Tool Input Arguments",
                        "name": "toolInputArgs",
                        "type": "array",
                        "acceptVariable": true,
                        "refresh": true,
                        "array": [
                            {
                                "label": "Input Argument Name",
                                "name": "inputArgName",
                                "type": "asyncOptions",
                                "loadMethod": "listToolInputArgs",
                                "refresh": true
                            },
                            {
                                "label": "Input Argument Value",
                                "name": "inputArgValue",
                                "type": "string",
                                "acceptVariable": true
                            }
                        ],
                        "show": {
                            "toolAgentflowSelectedTool": ".+"
                        },
                        "id": "toolAgentflow_1-input-toolInputArgs-array",
                        "display": true
                    },
                    {
                        "label": "Update Flow State",
                        "name": "toolUpdateState",
                        "description": "Update runtime state during the execution of the workflow",
                        "type": "array",
                        "optional": true,
                        "acceptVariable": true,
                        "array": [
                            {
                                "label": "Key",
                                "name": "key",
                                "type": "asyncOptions",
                                "loadMethod": "listRuntimeStateKeys",
                                "freeSolo": true
                            },
                            {
                                "label": "Value",
                                "name": "value",
                                "type": "string",
                                "acceptVariable": true,
                                "acceptNodeOutputAsVariable": true
                            }
                        ],
                        "id": "toolAgentflow_1-input-toolUpdateState-array",
                        "display": true
                    }
                ],
                "inputAnchors": [],
                "inputs": {
                    "toolAgentflowSelectedTool": "microsoftTeams",
                    "toolInputArgs": [
                        {
                            "inputArgName": "teamId",
                            "inputArgValue": "<p>&lt;your-team-id&gt;</p>"
                        },
                        {
                            "inputArgName": "chatChannelId",
                            "inputArgValue": "<p>&lt;your-channel-id&gt;</p>"
                        },
                        {
                            "inputArgName": "messageBody",
                            "inputArgValue": "<p><span class=\"variable\" data-type=\"mention\" data-id=\"llmAgentflow_0\" data-label=\"llmAgentflow_0\">{{ llmAgentflow_0 }}</span> </p>"
                        }
                    ],
                    "toolUpdateState": "",
                    "toolAgentflowSelectedToolConfig": {
                        "credential": "",
                        "teamsType": "chatMessage",
                        "chatMessageActions": "[\"sendMessage\"]",
                        "toolAgentflowSelectedTool": "microsoftTeams",
                        "chatChannelIdSendMessage": "ABCDEFG"
                    }
                },
                "outputAnchors": [
                    {
                        "id": "toolAgentflow_1-output-toolAgentflow",
                        "label": "Tool",
                        "name": "toolAgentflow"
                    }
                ],
                "outputs": {},
                "selected": false
            },
            "type": "agentFlow",
            "width": 163,
            "height": 68,
            "selected": false,
            "positionAbsolute": {
                "x": 177.461181640625,
                "y": 108.73382161458332
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            "dragging": false
        }
    ],
    "edges": [
        {
            "source": "startAgentflow_0",
            "sourceHandle": "startAgentflow_0-output-startAgentflow",
            "target": "llmAgentflow_0",
            "targetHandle": "llmAgentflow_0",
            "data": {
                "sourceColor": "#7EE787",
                "targetColor": "#64B5F6",
                "isHumanInput": false
            },
            "type": "agentFlow",
            "id": "startAgentflow_0-startAgentflow_0-output-startAgentflow-llmAgentflow_0-llmAgentflow_0"
        },
        {
            "source": "llmAgentflow_0",
            "sourceHandle": "llmAgentflow_0-output-llmAgentflow",
            "target": "toolAgentflow_0",
            "targetHandle": "toolAgentflow_0",
            "data": {
                "sourceColor": "#64B5F6",
                "targetColor": "#d4a373",
                "isHumanInput": false
            },
            "type": "agentFlow",
            "id": "llmAgentflow_0-llmAgentflow_0-output-llmAgentflow-toolAgentflow_0-toolAgentflow_0"
        },
        {
            "source": "toolAgentflow_0",
            "sourceHandle": "toolAgentflow_0-output-toolAgentflow",
            "target": "directReplyAgentflow_0",
            "targetHandle": "directReplyAgentflow_0",
            "data": {
                "sourceColor": "#d4a373",
                "targetColor": "#4DDBBB",
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